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Ice-nucleating particle (INP) database (INPDB) 1949-2020 post processing notebook

integration_instructionsResearch softwarekeyboard_double_arrow_right Software 02 Apr 2026Publisher:Zenodo
Authors: Cuiqi Zhang;

doi: 10.5281/zenodo.19384513 , 10.5281/zenodo.19384512

Ice-nucleating particle (INP) database (INPDB) 1949-2020 post processing notebook

Abstract

This Jupyter notebook includes functions for INPDB I/O, post-processing (mapping functions e.g. season, lat band, hemisphere, online/offline instrument) and visualization (e.g., global INP map). This work has received funding from the Swiss State Secretariat for Education, Research and Innovation (SERI) for the Horizon Europe programme under Grant Agreement No 101137680 via project CERTAINTY (Cloud-aERosol inTeractions & their impActs IN The earth sYstem).

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average